Doubt regarding One vs One

#1

Sir , are we able to run One vs One classifier in parallel or not . and why so ?

#2

hey @shubhambarnwal02 ,
You can configure the classifiers to run in parallel , but it would quite a tricky task.

You might know that in One-vs-One classifier , we need to create multiple classifiers to predict on pairs of classes .
means in total n_classes*(n_classes-1)/2 classifiers

hence , for a particular class , there will be multiple classifiers , and get the final prediction as to be of that class, we need to check the one which occurs the most , hence there will be a dependency between the results/outputs of multiple classifiers , hence meaning , we need to actually run them in sequence to get the final outputs.

But if you can find a way to make them run in parallel ,and store there outputs, then you can go ahead and work on it.

I hope this helps.